Difference between revisions of "Computer Number Systems"

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All computers – from large mainframes to hand-held micros – ultimately can do one thing: detect whether an electrical signal is “on” or “off”. Computer programs in all high-level languages are converted by various pieces of systems software into sequences of bits (Binary digITs) which correspond to sequences of on/off (equivalently TRUE/FALSE or 1/0) signals.  These bits must represent the operation and the address for each instruction. Binary digits (or bits) are also used to represent all forms of data including integers, floating point or decimal values, character strings, sound, and visual images.  Proficiency in the binary number system is essential to understanding how a computer works.
All digital computers – from supercomputers to your smartphone – ultimately can do one thing: detect whether an electrical signal is on or off.  
That basic information, called a ''bit'' ('''bi'''nary digi'''t'''), has two values: a 1 (or ''true'') when the signal is on, and a 0 (of ''false'') when the signal is off. Larger values can be stored by a group of bits. For example, 3 bits together can take on 8 different values.  


Since binary numbers representing moderate values quickly become rather lengthy, bases eight (octal) and sixteen (hexadecimal) are frequently used as short-hand. Octal numbers group binary numbers in bunches of 3 digits and convert the triplet to a single digit between 0 and 7, inclusive.  For example, 10010101102 = 001 001 010 110<nowiki><nowiki>Insert non-formatted text here</nowiki><nowiki>Insert non-formatted text here</nowiki></nowiki>2 = 11268.  This is because 8 = 23 and the value of three bits 111 = 1 + 2 + 4 = 7 using powers of 2.  Hexadecimal numbers group binary numbers by fours, and convert the quadruplet to a single digit in the range 0, 1, 2 …, 9, A, B, C, D, E, F.  The digits A through F have decimal values of 10 through 15 respectively.  This is because 16 = 24 and the value of four bits 1111 = 1 + 2 + 4 + 8 = 15 using powers of 2.  For example, 101101101001012 = 0010 1101 1010 01012 = 2DA516.  All of the basic rules of number theory apply to every base, but these three bases 2, 8, and 16 are uniquely suited for computer science.
Computer scientists use the [https://en.wikipedia.org/wiki/Binary_number binary number system] (that is, base 2) to represent the values of bits. Proficiency in the binary number system is essential to understanding how numbers and information are represented in a computer. Since binary numbers representing moderate values quickly become rather lengthy, bases eight ([https://en.wikipedia.org/wiki/Octal octal]) and sixteen ([https://en.wikipedia.org/wiki/Hexadecimal hexadecimal]) are frequently used as shorthand. In octal, groups of 3 bits form a single octal digit; in hexadecimal, groups of 4 bits form a single hex digit.


Therefore, converting from any base to base 10 involves multiplying each digit by an increasing power of that base.  For example, 4578 = 7 x 80 + 5 x 81 + 4 x 82 = 7 + 40 + 256 = 30310. Converting from base 10 to any other base involves finding how many times each decreasing power of that base can be divided evenly into the number and repeating the process with the remainder. For example, 50010 = 256 x 1 + 16 x 15 + 1 x 4 = 1F416.  Another way to accomplish this is to repeatedly divide the number by the base as follows:
In this category, we will focus on conversion between binary, octal, decimal, and hexadecimal numbers. There may be some arithmetic in these bases, and occasionally, a number with a fractional part. We will not cover how negative numbers or floating point numbers are represented in binary.
  Therefore, reading the remainders from bottom to top give you 1F416.


Adding in bases other than 10 means that you must carry the value of that base and subtracting in bases other than 10 means that you must borrow the value of that base if necessary.  For example,  since D=13 and 13+3=16 so leave the 0 and carry the 16 as a 1.  Then E=14 and A=10 so 1+14+10 = 25 so leave the 9 and carry the 16 as a 1.  E=14 so 1+14+9=24 so leave the 8 and carry the 16 as 1.  Finally, F=15 so 1+15=16 which is 10.
== Resources ==
Subtracting in base 8 is as follows:  .  Borrow 1=8 from the 7 since 2+8-6=4.  Therefore, 6–5=1.  Then, borrow 1=8 from the 4 since 5+8–7=6.  Then the last digit on the left is a 3.


[https://ryanstutorials.net/ Ryan's Tutorials] covers this topic beautifully. Rather than trying to duplicate that work, we'll point you to the different sections:


References
:[https://ryanstutorials.net/binary-tutorial/ 1. Number Systems] - An introduction to what numbers systems are all about, with emphasis on decimal, binary, octal, and hexadecimal. ACSL will typically identify the base of a number using a subscript. For example, $123_8$ is an octal number, whereas $123_{16}$ is a hexadecimal number.  
Many pre-Algebra textbooks cover bases other than 10.  From the computer science point of view, most books covering Assembly Language also cover binary, octal, and hex number systems.  The following sites provide a very good overview: https://code.tutsplus.com/articles/number-systems-an-introduction-to-binary-hexadecimal-and-more--active-10848 and https://www.includehelp.com/computer-number-systems.aspx.


�Sample Problems
:[https://ryanstutorials.net/binary-tutorial/binary-conversions.php 2. Binary Conversions] - This section shows how to convert between binary, decimal, hexadecimal and octal numbers. In the [https://ryanstutorials.net/binary-tutorial/binary-conversions.php#activities ''Activities''] section, you can practice converting numbers.


Solve for X.
:[https://ryanstutorials.net/binary-tutorial/binary-arithmetic.php 3. Binary Arithmetic] - Describes how to perform various arithmetic operations (addition, subtraction, multiplication, and division) with binary numbers. ACSL problems will also cover basic arithmetic in other bases, such as adding and subtracting together 2 hexadecimal numbers. ACSL problems will not cover division in other bases.


X 16 = 36768
:[https://ryanstutorials.net/binary-tutorial/binary-negative-numbers.php 4. Negative Numbers] - ACSL problems will not cover how negative numbers are represented in binary.


One method of solution is to convert 36768 into base 10, and then convert that number into base 16 to yield the value of X.
:[https://ryanstutorials.net/binary-tutorial/binary-floating-point.php 5. Binary Fractions and Floating Point] - The first part of this section is relevant to ACSL: fractions in other bases. ACSL will not cover floating point numbers in other basis. So, focus on the section [https://ryanstutorials.net/binary-tutorial/binary-floating-point.php#convertfraction Converting to a Binary Fraction], but keep in mind that ACSL problems may also cover octal and hexadecimal fractions.
An easier solution, less prone to arithmetic mistakes, is to convert from octal (base 8) to hexadecimal (base 16) through the binary (base 2) representation of the number:
    36768 = 011  110  111  1102 = 0111101111102
              = 0111  1011  11102 = 7BE16


The  [https://coolconversion.com/math/binary-octal-hexa-decimal/ CoolConversion.com online calculator] is another online app for practicing conversion from/to decimal, hexadecimal, octal and binary; this tool shows the steps that one goes through in the conversion.


== Format of ACSL Problems ==


Solve for X.
The problems in this category will focus on converting between binary, octal, decimal, and hexadecimal, basic arithmetic of numbers in those bases, and, occasionally, fractions in those bases.


X 16 = FEED16 – 6ACE16
To be successful in this category, you must know the following facts cold:


# The decimal value of each hex digit A, B, C, D, E, F 
# The binary value of each hex digit A, B, C, D, E, F
# Powers  of  2,  up  to 4096
# Powers  of  8,  up  to 4096
# Powers  of  16,  up  to  65,536


== Sample Problems ==


The rightmost digit becomes F, because 1D-E=F.  Next, D-C=1 (the E becomes a D because we had to borrow from it to do the units’ subtraction), E-A=4, and then F-6=9.  Combining these results of each column, we get a final answer of 941F16.
=== Sample Problem 1 ===


Solve for $x$ where $x_{16}=3676_8$.


'''Solution:''' One method of solution is to convert $3676_8$ into base 10, and then convert that number into base 16 to yield the value of $x$.


In the ACSL computer, each “word” of memory contains 20 bits representing 3 pieces of information.  The most significant 6 bits represent Field A; the next 11 bits, Field B; and the last 3 bits represent Field C.  For example, the 20 bits comprising the “word” 1814916  has fields with values of 610 , 2910  and 110.  What is Field B in E1B7D16 ?  (Express your answer as a base 16 number.)
An easier solution, less prone to arithmetic mistakes, is to convert from octal (base 8) to hexadecimal (base 16) through the binary (base 2) representation of the number:
 
 
$$\begin{align}
 
3676_8 &= 011 ~ 110 ~ 111 ~ 110_2 & \text{convert each octal digit into base 2}\hfill\cr
1814916 = 0001 1000 0001  0100  1001
&= 0111 ~ 1011 ~ 1110_2 & \text{group by 4 bits, from right-to-left}\hfill\cr
              = 000110  00000101001  001
&= 7 ~ \text{B} ~ \text{E}_{16} & \text{convert each group of 4 bits into a hex digit}\cr
              = 610 2910 110
\end{align}$$
E1B7D16 = 1110  0001  1011  0111  1101
                = 111000  01101101111  101
Field B = 01101101111
            = 011 0110  1111
            = 36F16
 


=== Sample Problem 2 ===


Which has the least 1’s in its binary equivalent?
Solve for $x$ in the following hexadecimal equation: $ x= \text{F5AD}_{16} - \text{69EB}_{16}$


A. FAD16 – ABE16    B. 56478 + 15438
'''Solution:''' One could convert the hex numbers into base 10, perform the subtraction, and then convert the answer back to base 16. However,
C.  1011102 * 10102    D240010 / 510
working directly in base 16 isn't too hard.  
As in conventional decimal arithmetic, one works from right-to-left, from the least significant digits to the most.   


:The rightmost digit becomes 2, because D-B=2. 
:The next column is A-E. We need to ''borrow'' a one from the 5 column, and 1A-E=C
:In the next column, 4-9=B, again, borrowing a 1 from the next column.
:Finally, the leftmost column,  E-6=8


Combining these results of each column, we get a final answer of $8BC2_{16}$.


A.  FAD16 – ABE16 = 4EF16 = 100111011112 (8 1s)
=== Sample Problem 3 ===
B.  56478 + 15438 = 74128 = 111100001010 (6 1s)
C.  1011102 * 10102 = 111001100 (5 1s)
D.  240010 / 510 = 48010 = 111100000 (4 1s)
Therefore, the answer is D.


How many numbers from 100 to 200 in base 10 consist of distinct
ascending digits and also have distinct ascending hex digits when
converted to base 16?


'''Solution:''' There are 13 numbers that have ascending digits in both bases from 100
to 200.  They are (in base 10):
123 (7B), 124, 125, 126, 127 (7F), 137 (89), 138, 139 (8B), 156 (9C), 157, 158, 159 (9F), 189 (BD)


What is the average of the following numbers in base 10?
== Video Resources ==


4578          AB916          101101011002
There are many YouTube videos about computer number systems. Here are a handful that cover the topic nicely, without too many ads:


{|


|-
| <youtube width="300" height="180">https://youtu.be/aW3qCcH6Dao</youtube>
| [https://youtu.be/aW3qCcH6Dao ''Number Systems - Converting Decimal, Binary and Hexadecimal'' ('''Joe James''')]


4578 = 1001011112 = 1 0010 11112 = 12F16             
An introduction to number systems, and how to convert between decimal, binary and hexadecimal numbers.
101101011002 = 101 1010 11002 = 5AC16
12F16 + AB916 + 5AC16 = 119416
4 + 9*16 + 1*256 + 1*4096
= 4 + 144 + 256 + 4096 = 450010 ÷ 3 = 150010


|-
| <youtube width="300" height="180">https://youtu.be/m1JtWKuTLR0</youtube>
| [https://youtu.be/m1JtWKuTLR0 ''Lesson 2.3 : Hexadecimal Tutorial'' ('''Carl Herold''')]


The video focuses on hexadecimal numbers: their relationship to binary numbers and how to convert to decimal numbers.


Which of these numbers is the largest?
|-
| <youtube width="300" height="180">https://youtu.be/WR67syBDzew</youtube>
| [https://youtu.be/WR67syBDzew ''Hexes and the Magic of Base 16 - Vaidehi Joshi - May 2017' ('''DonutJS''')]


6508      52510      1AB16      1101010102 
A fun introduction to hexadecimal numbers, focusing a bit
on using hex numbers for specifying RGB colors.


|-
| <youtube width="300" height="180">https://youtu.be/jvx-NrILgpE</youtube>
| [https://youtu.be/jvx-NrILgpE ''Collins Lab: Binary & Hex'' ('''Adafruit Industries''')]


A professionally produced video that explains the number systems, how and why binary numbers are fundamental to computer science, and why hexadecimal is important to computer programmers. 


You can use any common base, but the best might be base 8.  52510=6518, 1AB16=6538, 1101010102=6528.  Therefore, the largest is 1AB16.
|}

Revision as of 22:02, 20 August 2018

All digital computers – from supercomputers to your smartphone – ultimately can do one thing: detect whether an electrical signal is on or off. That basic information, called a bit (binary digit), has two values: a 1 (or true) when the signal is on, and a 0 (of false) when the signal is off. Larger values can be stored by a group of bits. For example, 3 bits together can take on 8 different values.

Computer scientists use the binary number system (that is, base 2) to represent the values of bits. Proficiency in the binary number system is essential to understanding how numbers and information are represented in a computer. Since binary numbers representing moderate values quickly become rather lengthy, bases eight (octal) and sixteen (hexadecimal) are frequently used as shorthand. In octal, groups of 3 bits form a single octal digit; in hexadecimal, groups of 4 bits form a single hex digit.

In this category, we will focus on conversion between binary, octal, decimal, and hexadecimal numbers. There may be some arithmetic in these bases, and occasionally, a number with a fractional part. We will not cover how negative numbers or floating point numbers are represented in binary.

Resources

Ryan's Tutorials covers this topic beautifully. Rather than trying to duplicate that work, we'll point you to the different sections:

1. Number Systems - An introduction to what numbers systems are all about, with emphasis on decimal, binary, octal, and hexadecimal. ACSL will typically identify the base of a number using a subscript. For example, $123_8$ is an octal number, whereas $123_{16}$ is a hexadecimal number.
2. Binary Conversions - This section shows how to convert between binary, decimal, hexadecimal and octal numbers. In the Activities section, you can practice converting numbers.
3. Binary Arithmetic - Describes how to perform various arithmetic operations (addition, subtraction, multiplication, and division) with binary numbers. ACSL problems will also cover basic arithmetic in other bases, such as adding and subtracting together 2 hexadecimal numbers. ACSL problems will not cover division in other bases.
4. Negative Numbers - ACSL problems will not cover how negative numbers are represented in binary.
5. Binary Fractions and Floating Point - The first part of this section is relevant to ACSL: fractions in other bases. ACSL will not cover floating point numbers in other basis. So, focus on the section Converting to a Binary Fraction, but keep in mind that ACSL problems may also cover octal and hexadecimal fractions.

The CoolConversion.com online calculator is another online app for practicing conversion from/to decimal, hexadecimal, octal and binary; this tool shows the steps that one goes through in the conversion.

Format of ACSL Problems

The problems in this category will focus on converting between binary, octal, decimal, and hexadecimal, basic arithmetic of numbers in those bases, and, occasionally, fractions in those bases.

To be successful in this category, you must know the following facts cold:

  1. The decimal value of each hex digit A, B, C, D, E, F
  2. The binary value of each hex digit A, B, C, D, E, F
  3. Powers of 2, up to 4096
  4. Powers of 8, up to 4096
  5. Powers of 16, up to 65,536

Sample Problems

Sample Problem 1

Solve for $x$ where $x_{16}=3676_8$.

Solution: One method of solution is to convert $3676_8$ into base 10, and then convert that number into base 16 to yield the value of $x$.

An easier solution, less prone to arithmetic mistakes, is to convert from octal (base 8) to hexadecimal (base 16) through the binary (base 2) representation of the number:

$$\begin{align} 3676_8 &= 011 ~ 110 ~ 111 ~ 110_2 & \text{convert each octal digit into base 2}\hfill\cr &= 0111 ~ 1011 ~ 1110_2 & \text{group by 4 bits, from right-to-left}\hfill\cr &= 7 ~ \text{B} ~ \text{E}_{16} & \text{convert each group of 4 bits into a hex digit}\cr \end{align}$$

Sample Problem 2

Solve for $x$ in the following hexadecimal equation: $ x= \text{F5AD}_{16} - \text{69EB}_{16}$

Solution: One could convert the hex numbers into base 10, perform the subtraction, and then convert the answer back to base 16. However, working directly in base 16 isn't too hard. As in conventional decimal arithmetic, one works from right-to-left, from the least significant digits to the most.

The rightmost digit becomes 2, because D-B=2.
The next column is A-E. We need to borrow a one from the 5 column, and 1A-E=C
In the next column, 4-9=B, again, borrowing a 1 from the next column.
Finally, the leftmost column, E-6=8

Combining these results of each column, we get a final answer of $8BC2_{16}$.

Sample Problem 3

How many numbers from 100 to 200 in base 10 consist of distinct ascending digits and also have distinct ascending hex digits when converted to base 16?

Solution: There are 13 numbers that have ascending digits in both bases from 100 to 200. They are (in base 10): 123 (7B), 124, 125, 126, 127 (7F), 137 (89), 138, 139 (8B), 156 (9C), 157, 158, 159 (9F), 189 (BD)

Video Resources

There are many YouTube videos about computer number systems. Here are a handful that cover the topic nicely, without too many ads:

Number Systems - Converting Decimal, Binary and Hexadecimal (Joe James)

An introduction to number systems, and how to convert between decimal, binary and hexadecimal numbers.

Lesson 2.3 : Hexadecimal Tutorial (Carl Herold)

The video focuses on hexadecimal numbers: their relationship to binary numbers and how to convert to decimal numbers.

Hexes and the Magic of Base 16 - Vaidehi Joshi - May 2017' (DonutJS)

A fun introduction to hexadecimal numbers, focusing a bit on using hex numbers for specifying RGB colors.

Collins Lab: Binary & Hex (Adafruit Industries)

A professionally produced video that explains the number systems, how and why binary numbers are fundamental to computer science, and why hexadecimal is important to computer programmers.